Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 214 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 31.8 KiB |
| Average record size in memory | 152.0 B |
Variable types
| NUM | 16 |
|---|---|
| CAT | 2 |
numCDR_DATOSB is highly correlated with numDC_CCN and 3 other fields | High correlation |
numDC_CCN is highly correlated with numCDR_DATOSB and 2 other fields | High correlation |
TPS_Voice is highly correlated with numCDR_CALLB | High correlation |
numCDR_CALLB is highly correlated with TPS_Voice | High correlation |
TPS_CCNGY_SSU is highly correlated with numDC_CCN and 2 other fields | High correlation |
TPS_OCCGY_SSU is highly correlated with numDC_OCC and 1 other fields | High correlation |
numDC_OCC is highly correlated with TPS_OCCGY_SSU and 1 other fields | High correlation |
TPS_OCCGY_CR is highly correlated with numDC_OCC and 1 other fields | High correlation |
TPS_CCNGY_CR is highly correlated with numDC_CCN and 2 other fields | High correlation |
percentKPDR is highly correlated with numCDR_DATOSB | High correlation |
date has unique values | Unique |
numCDR_CONFB has unique values | Unique |
numCDR_CONFNB has unique values | Unique |
numCDR_CALLB has unique values | Unique |
numCDR_CALLNB has unique values | Unique |
numCDR_DATOSB has unique values | Unique |
TPS_Voice has unique values | Unique |
TPS_SMS has unique values | Unique |
TPS_CCNGY_SSU has unique values | Unique |
TPS_OCCGY_SSU has unique values | Unique |
TPS_OCCGY_CR has unique values | Unique |
TPS_CCNGY_CR has unique values | Unique |
Reproduction
| Analysis started | 2020-11-18 16:00:15.724275 |
|---|---|
| Analysis finished | 2020-11-18 16:01:02.222876 |
| Duration | 46.5 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 2020-08-17 | 1 |
|---|---|
| 2020-04-04 | 1 |
| 2020-06-15 | 1 |
| 2020-07-02 | 1 |
| 2020-07-03 | 1 |
| Other values (209) |
| Value | Count | Frequency (%) | |
| 2020-08-17 | 1 | 0.5% | |
| 2020-04-04 | 1 | 0.5% | |
| 2020-06-15 | 1 | 0.5% | |
| 2020-07-02 | 1 | 0.5% | |
| 2020-07-03 | 1 | 0.5% | |
| 2020-06-24 | 1 | 0.5% | |
| 2020-09-05 | 1 | 0.5% | |
| 2020-08-18 | 1 | 0.5% | |
| 2020-08-22 | 1 | 0.5% | |
| 2020-07-01 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
numDC_SDP
Real number (ℝ≥0)
| Distinct | 183 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11038.21495 |
|---|---|
| Minimum | 6094 |
| Maximum | 15820 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 6094 |
|---|---|
| 5-th percentile | 10559.25 |
| Q1 | 10667.5 |
| median | 10772 |
| Q3 | 10930.25 |
| 95-th percentile | 12421 |
| Maximum | 15820 |
| Range | 9726 |
| Interquartile range (IQR) | 262.75 |
Descriptive statistics
| Standard deviation | 966.4442648 |
|---|---|
| Coefficient of variation (CV) | 0.08755439796 |
| Kurtosis | 11.0616331 |
| Mean | 11038.21495 |
| Median Absolute Deviation (MAD) | 115 |
| Skewness | 0.7727431221 |
| Sum | 2362178 |
| Variance | 934014.517 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10607 | 2 | 0.9% | |
| 10569 | 2 | 0.9% | |
| 10713 | 2 | 0.9% | |
| 10712 | 2 | 0.9% | |
| 10776 | 2 | 0.9% | |
| 10846 | 2 | 0.9% | |
| 12242 | 2 | 0.9% | |
| 10694 | 2 | 0.9% | |
| 10688 | 2 | 0.9% | |
| 10898 | 2 | 0.9% | |
| Other values (173) | 194 | 90.7% |
| Value | Count | Frequency (%) | |
| 6094 | 1 | 0.5% | |
| 6138 | 1 | 0.5% | |
| 10464 | 1 | 0.5% | |
| 10513 | 1 | 0.5% | |
| 10517 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 15820 | 1 | 0.5% | |
| 14691 | 1 | 0.5% | |
| 14590 | 1 | 0.5% | |
| 14415 | 1 | 0.5% | |
| 14353 | 1 | 0.5% |
numDC_AIR
Real number (ℝ≥0)
| Distinct | 197 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4588.130841 |
|---|---|
| Minimum | 3271 |
| Maximum | 5552 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 3271 |
|---|---|
| 5-th percentile | 3877.65 |
| Q1 | 4281.25 |
| median | 4652.5 |
| Q3 | 4846.75 |
| 95-th percentile | 5308.35 |
| Maximum | 5552 |
| Range | 2281 |
| Interquartile range (IQR) | 565.5 |
Descriptive statistics
| Standard deviation | 422.5970474 |
|---|---|
| Coefficient of variation (CV) | 0.09210658154 |
| Kurtosis | -0.1401897837 |
| Mean | 4588.130841 |
| Median Absolute Deviation (MAD) | 273 |
| Skewness | -0.2494859407 |
| Sum | 981860 |
| Variance | 178588.2645 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4748 | 4 | 1.9% | |
| 4802 | 3 | 1.4% | |
| 4618 | 3 | 1.4% | |
| 4493 | 2 | 0.9% | |
| 5357 | 2 | 0.9% | |
| 4243 | 2 | 0.9% | |
| 4909 | 2 | 0.9% | |
| 4578 | 2 | 0.9% | |
| 4559 | 2 | 0.9% | |
| 4684 | 2 | 0.9% | |
| Other values (187) | 190 | 88.8% |
| Value | Count | Frequency (%) | |
| 3271 | 1 | 0.5% | |
| 3611 | 1 | 0.5% | |
| 3629 | 1 | 0.5% | |
| 3681 | 1 | 0.5% | |
| 3703 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 5552 | 1 | 0.5% | |
| 5463 | 1 | 0.5% | |
| 5438 | 1 | 0.5% | |
| 5411 | 1 | 0.5% | |
| 5385 | 1 | 0.5% |
| Distinct | 213 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55614.8972 |
|---|---|
| Minimum | 71 |
| Maximum | 82323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 34794.95 |
| Q1 | 41686.5 |
| median | 54648 |
| Q3 | 73151.5 |
| 95-th percentile | 78593.75 |
| Maximum | 82323 |
| Range | 82252 |
| Interquartile range (IQR) | 31465 |
Descriptive statistics
| Standard deviation | 16656.16219 |
|---|---|
| Coefficient of variation (CV) | 0.2994910183 |
| Kurtosis | -0.7322375606 |
| Mean | 55614.8972 |
| Median Absolute Deviation (MAD) | 16289 |
| Skewness | -0.1290643427 |
| Sum | 11901588 |
| Variance | 277427739 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 45825 | 2 | 0.9% | |
| 43517 | 1 | 0.5% | |
| 74397 | 1 | 0.5% | |
| 72898 | 1 | 0.5% | |
| 55998 | 1 | 0.5% | |
| 79036 | 1 | 0.5% | |
| 77006 | 1 | 0.5% | |
| 79028 | 1 | 0.5% | |
| 53936 | 1 | 0.5% | |
| 40621 | 1 | 0.5% | |
| Other values (203) | 203 | 94.9% |
| Value | Count | Frequency (%) | |
| 71 | 1 | 0.5% | |
| 4300 | 1 | 0.5% | |
| 32316 | 1 | 0.5% | |
| 33536 | 1 | 0.5% | |
| 33602 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 82323 | 1 | 0.5% | |
| 80241 | 1 | 0.5% | |
| 80217 | 1 | 0.5% | |
| 79864 | 1 | 0.5% | |
| 79693 | 1 | 0.5% |
| Distinct | 209 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10443.3785 |
|---|---|
| Minimum | 6493 |
| Maximum | 20743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 6493 |
|---|---|
| 5-th percentile | 7022.1 |
| Q1 | 7574 |
| median | 9311 |
| Q3 | 10459.25 |
| 95-th percentile | 19964.3 |
| Maximum | 20743 |
| Range | 14250 |
| Interquartile range (IQR) | 2885.25 |
Descriptive statistics
| Standard deviation | 4174.598986 |
|---|---|
| Coefficient of variation (CV) | 0.399736444 |
| Kurtosis | 0.9634577996 |
| Mean | 10443.3785 |
| Median Absolute Deviation (MAD) | 1616.5 |
| Skewness | 1.523635708 |
| Sum | 2234883 |
| Variance | 17427276.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6969 | 2 | 0.9% | |
| 20219 | 2 | 0.9% | |
| 7735 | 2 | 0.9% | |
| 7062 | 2 | 0.9% | |
| 7330 | 2 | 0.9% | |
| 7182 | 1 | 0.5% | |
| 13651 | 1 | 0.5% | |
| 20121 | 1 | 0.5% | |
| 8096 | 1 | 0.5% | |
| 10387 | 1 | 0.5% | |
| Other values (199) | 199 | 93.0% |
| Value | Count | Frequency (%) | |
| 6493 | 1 | 0.5% | |
| 6646 | 1 | 0.5% | |
| 6692 | 1 | 0.5% | |
| 6767 | 1 | 0.5% | |
| 6897 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 20743 | 1 | 0.5% | |
| 20455 | 1 | 0.5% | |
| 20407 | 1 | 0.5% | |
| 20362 | 1 | 0.5% | |
| 20359 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3898780.986 |
|---|---|
| Minimum | 2184513 |
| Maximum | 6504665 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2184513 |
|---|---|
| 5-th percentile | 2984886.1 |
| Q1 | 3395366.25 |
| median | 3900406 |
| Q3 | 4227230.25 |
| 95-th percentile | 5083027.95 |
| Maximum | 6504665 |
| Range | 4320152 |
| Interquartile range (IQR) | 831864 |
Descriptive statistics
| Standard deviation | 661089.6174 |
|---|---|
| Coefficient of variation (CV) | 0.1695631583 |
| Kurtosis | 0.6717795647 |
| Mean | 3898780.986 |
| Median Absolute Deviation (MAD) | 434909 |
| Skewness | 0.4575501166 |
| Sum | 834339131 |
| Variance | 4.370394822e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3246079 | 1 | 0.5% | |
| 4965585 | 1 | 0.5% | |
| 4806346 | 1 | 0.5% | |
| 4466883 | 1 | 0.5% | |
| 2758125 | 1 | 0.5% | |
| 3104929 | 1 | 0.5% | |
| 4118204 | 1 | 0.5% | |
| 3408059 | 1 | 0.5% | |
| 3911866 | 1 | 0.5% | |
| 3714745 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 2184513 | 1 | 0.5% | |
| 2522843 | 1 | 0.5% | |
| 2616808 | 1 | 0.5% | |
| 2638111 | 1 | 0.5% | |
| 2655454 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 6504665 | 1 | 0.5% | |
| 5578640 | 1 | 0.5% | |
| 5537722 | 1 | 0.5% | |
| 5386931 | 1 | 0.5% | |
| 5292452 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69425176.15 |
|---|---|
| Minimum | 14018960 |
| Maximum | 84154650 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 14018960 |
|---|---|
| 5-th percentile | 63785491.25 |
| Q1 | 67196576 |
| median | 69506268 |
| Q3 | 72593027.5 |
| 95-th percentile | 76968998.3 |
| Maximum | 84154650 |
| Range | 70135690 |
| Interquartile range (IQR) | 5396451.5 |
Descriptive statistics
| Standard deviation | 6339203.039 |
|---|---|
| Coefficient of variation (CV) | 0.0913098589 |
| Kurtosis | 42.57862028 |
| Mean | 69425176.15 |
| Median Absolute Deviation (MAD) | 2688564 |
| Skewness | -5.184586984 |
| Sum | 1.48569877e+10 |
| Variance | 4.018549517e+13 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 71905791 | 1 | 0.5% | |
| 76987587 | 1 | 0.5% | |
| 66252477 | 1 | 0.5% | |
| 71554236 | 1 | 0.5% | |
| 70367928 | 1 | 0.5% | |
| 68410402 | 1 | 0.5% | |
| 71828662 | 1 | 0.5% | |
| 77366964 | 1 | 0.5% | |
| 70494387 | 1 | 0.5% | |
| 65312944 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 14018960 | 1 | 0.5% | |
| 20624894 | 1 | 0.5% | |
| 59249214 | 1 | 0.5% | |
| 59944008 | 1 | 0.5% | |
| 62389676 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 84154650 | 1 | 0.5% | |
| 79314735 | 1 | 0.5% | |
| 78817309 | 1 | 0.5% | |
| 78331095 | 1 | 0.5% | |
| 77897940 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36904069.8 |
|---|---|
| Minimum | 24697423 |
| Maximum | 42742402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 24697423 |
|---|---|
| 5-th percentile | 29246100.65 |
| Q1 | 33863951.5 |
| median | 38626390 |
| Q3 | 39719373.5 |
| 95-th percentile | 41040936.3 |
| Maximum | 42742402 |
| Range | 18044979 |
| Interquartile range (IQR) | 5855422 |
Descriptive statistics
| Standard deviation | 3919650.262 |
|---|---|
| Coefficient of variation (CV) | 0.1062118699 |
| Kurtosis | -0.08823112565 |
| Mean | 36904069.8 |
| Median Absolute Deviation (MAD) | 1707787.5 |
| Skewness | -0.9609338111 |
| Sum | 7897470938 |
| Variance | 1.536365818e+13 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 38317054 | 1 | 0.5% | |
| 39632062 | 1 | 0.5% | |
| 39842491 | 1 | 0.5% | |
| 39074490 | 1 | 0.5% | |
| 40766814 | 1 | 0.5% | |
| 33539768 | 1 | 0.5% | |
| 40233141 | 1 | 0.5% | |
| 41749684 | 1 | 0.5% | |
| 32601265 | 1 | 0.5% | |
| 40458925 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 24697423 | 1 | 0.5% | |
| 25402048 | 1 | 0.5% | |
| 26999906 | 1 | 0.5% | |
| 28140594 | 1 | 0.5% | |
| 28296646 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 42742402 | 1 | 0.5% | |
| 42221253 | 1 | 0.5% | |
| 42062986 | 1 | 0.5% | |
| 42049885 | 1 | 0.5% | |
| 41925584 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7119954.949 |
|---|---|
| Minimum | 5181087 |
| Maximum | 8371354 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5181087 |
|---|---|
| 5-th percentile | 5949903.25 |
| Q1 | 6851262.25 |
| median | 7259054.5 |
| Q3 | 7503128.75 |
| 95-th percentile | 7753000.8 |
| Maximum | 8371354 |
| Range | 3190267 |
| Interquartile range (IQR) | 651866.5 |
Descriptive statistics
| Standard deviation | 558787.2489 |
|---|---|
| Coefficient of variation (CV) | 0.07848185177 |
| Kurtosis | 0.4449386727 |
| Mean | 7119954.949 |
| Median Absolute Deviation (MAD) | 327468.5 |
| Skewness | -0.9452704623 |
| Sum | 1523670359 |
| Variance | 3.122431895e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6759419 | 1 | 0.5% | |
| 7748952 | 1 | 0.5% | |
| 7478040 | 1 | 0.5% | |
| 7739063 | 1 | 0.5% | |
| 7691586 | 1 | 0.5% | |
| 7695027 | 1 | 0.5% | |
| 7696663 | 1 | 0.5% | |
| 7260849 | 1 | 0.5% | |
| 7358128 | 1 | 0.5% | |
| 7257260 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 5181087 | 1 | 0.5% | |
| 5468930 | 1 | 0.5% | |
| 5822863 | 1 | 0.5% | |
| 5863993 | 1 | 0.5% | |
| 5872878 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 8371354 | 1 | 0.5% | |
| 7972240 | 1 | 0.5% | |
| 7869033 | 1 | 0.5% | |
| 7867087 | 1 | 0.5% | |
| 7864139 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218136943.8 |
|---|---|
| Minimum | 156839810 |
| Maximum | 297993856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 156839810 |
|---|---|
| 5-th percentile | 168822338.4 |
| Q1 | 181451508.5 |
| median | 205142786.5 |
| Q3 | 265716570.5 |
| 95-th percentile | 283712159.9 |
| Maximum | 297993856 |
| Range | 141154046 |
| Interquartile range (IQR) | 84265062 |
Descriptive statistics
| Standard deviation | 42444031.1 |
|---|---|
| Coefficient of variation (CV) | 0.1945751616 |
| Kurtosis | -1.416184851 |
| Mean | 218136943.8 |
| Median Absolute Deviation (MAD) | 28643655.5 |
| Skewness | 0.4430058623 |
| Sum | 4.668130597e+10 |
| Variance | 1.801495776e+15 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 212401147 | 1 | 0.5% | |
| 261089476 | 1 | 0.5% | |
| 187765441 | 1 | 0.5% | |
| 183926320 | 1 | 0.5% | |
| 168484618 | 1 | 0.5% | |
| 287336119 | 1 | 0.5% | |
| 272089309 | 1 | 0.5% | |
| 206102709 | 1 | 0.5% | |
| 205075124 | 1 | 0.5% | |
| 173506108 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 156839810 | 1 | 0.5% | |
| 157807020 | 1 | 0.5% | |
| 158410633 | 1 | 0.5% | |
| 165561563 | 1 | 0.5% | |
| 167415493 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 297993856 | 1 | 0.5% | |
| 290387388 | 1 | 0.5% | |
| 290199338 | 1 | 0.5% | |
| 289427575 | 1 | 0.5% | |
| 288864236 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286024.1342 |
|---|---|
| Minimum | 172964.0533 |
| Maximum | 332817.3067 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 172964.0533 |
|---|---|
| 5-th percentile | 234351.295 |
| Q1 | 263807.4442 |
| median | 298899.015 |
| Q3 | 307656.8308 |
| 95-th percentile | 318905.0423 |
| Maximum | 332817.3067 |
| Range | 159853.2533 |
| Interquartile range (IQR) | 43849.38667 |
Descriptive statistics
| Standard deviation | 30923.31124 |
|---|---|
| Coefficient of variation (CV) | 0.1081143426 |
| Kurtosis | 0.6054806849 |
| Mean | 286024.1342 |
| Median Absolute Deviation (MAD) | 13088.905 |
| Skewness | -1.100901987 |
| Sum | 61209164.73 |
| Variance | 956251178.2 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 297987.8433 | 1 | 0.5% | |
| 313238.7 | 1 | 0.5% | |
| 326110.3033 | 1 | 0.5% | |
| 292400.6867 | 1 | 0.5% | |
| 276098.06 | 1 | 0.5% | |
| 237888.1233 | 1 | 0.5% | |
| 314363.8 | 1 | 0.5% | |
| 299262.3633 | 1 | 0.5% | |
| 240768.99 | 1 | 0.5% | |
| 310360.6567 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 172964.0533 | 1 | 0.5% | |
| 191712.39 | 1 | 0.5% | |
| 199055.18 | 1 | 0.5% | |
| 199701.5333 | 1 | 0.5% | |
| 205315.9267 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 332817.3067 | 1 | 0.5% | |
| 332713.73 | 1 | 0.5% | |
| 329141.34 | 1 | 0.5% | |
| 326110.3033 | 1 | 0.5% | |
| 324903.6533 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29526.52534 |
|---|---|
| Minimum | 21797.14667 |
| Maximum | 55243.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 21797.14667 |
|---|---|
| 5-th percentile | 22752.80683 |
| Q1 | 25567.12417 |
| median | 28062.17333 |
| Q3 | 32427.13333 |
| 95-th percentile | 39742.10433 |
| Maximum | 55243.93 |
| Range | 33446.78333 |
| Interquartile range (IQR) | 6860.009167 |
Descriptive statistics
| Standard deviation | 5655.727982 |
|---|---|
| Coefficient of variation (CV) | 0.1915473601 |
| Kurtosis | 2.472550272 |
| Mean | 29526.52534 |
| Median Absolute Deviation (MAD) | 2718.686667 |
| Skewness | 1.449373382 |
| Sum | 6318676.423 |
| Variance | 31987259 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 33011.4 | 1 | 0.5% | |
| 29293.96 | 1 | 0.5% | |
| 43654.78667 | 1 | 0.5% | |
| 25304.68333 | 1 | 0.5% | |
| 29831.73667 | 1 | 0.5% | |
| 28076.24333 | 1 | 0.5% | |
| 28595.11333 | 1 | 0.5% | |
| 29406.44667 | 1 | 0.5% | |
| 28782.81 | 1 | 0.5% | |
| 27760.17333 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 21797.14667 | 1 | 0.5% | |
| 22220.12667 | 1 | 0.5% | |
| 22265.21667 | 1 | 0.5% | |
| 22269.53333 | 1 | 0.5% | |
| 22406.09333 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 55243.93 | 1 | 0.5% | |
| 50710.43333 | 1 | 0.5% | |
| 46512.25667 | 1 | 0.5% | |
| 45305.64667 | 1 | 0.5% | |
| 45292.09667 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3734780.848 |
|---|---|
| Minimum | 2351334.833 |
| Maximum | 5006832.227 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2351334.833 |
|---|---|
| 5-th percentile | 2449833.159 |
| Q1 | 3081623.757 |
| median | 3762218.875 |
| Q3 | 4595268.753 |
| 95-th percentile | 4841609.152 |
| Maximum | 5006832.227 |
| Range | 2655497.393 |
| Interquartile range (IQR) | 1513644.996 |
Descriptive statistics
| Standard deviation | 827270.7264 |
|---|---|
| Coefficient of variation (CV) | 0.2215044899 |
| Kurtosis | -1.354012863 |
| Mean | 3734780.848 |
| Median Absolute Deviation (MAD) | 770533.0317 |
| Skewness | -0.1143889957 |
| Sum | 799243101.4 |
| Variance | 6.843768548e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3834146.447 | 1 | 0.5% | |
| 2806862.733 | 1 | 0.5% | |
| 2439675.59 | 1 | 0.5% | |
| 4512008.223 | 1 | 0.5% | |
| 2445522.37 | 1 | 0.5% | |
| 4344541.9 | 1 | 0.5% | |
| 4483312.717 | 1 | 0.5% | |
| 3349739.19 | 1 | 0.5% | |
| 2445384.987 | 1 | 0.5% | |
| 4040602.917 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 2351334.833 | 1 | 0.5% | |
| 2400617.163 | 1 | 0.5% | |
| 2412713.623 | 1 | 0.5% | |
| 2421929.767 | 1 | 0.5% | |
| 2439675.59 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 5006832.227 | 1 | 0.5% | |
| 4939485.477 | 1 | 0.5% | |
| 4938451.897 | 1 | 0.5% | |
| 4905056.593 | 1 | 0.5% | |
| 4893735.08 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 864763.726 |
|---|---|
| Minimum | 516180.8367 |
| Maximum | 1662615.287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 516180.8367 |
|---|---|
| 5-th percentile | 570140.3805 |
| Q1 | 664940.1983 |
| median | 779180.7567 |
| Q3 | 877603.1683 |
| 95-th percentile | 1614387.647 |
| Maximum | 1662615.287 |
| Range | 1146434.45 |
| Interquartile range (IQR) | 212662.97 |
Descriptive statistics
| Standard deviation | 326180.5183 |
|---|---|
| Coefficient of variation (CV) | 0.3771903336 |
| Kurtosis | 1.027202504 |
| Mean | 864763.726 |
| Median Absolute Deviation (MAD) | 112636.22 |
| Skewness | 1.520450085 |
| Sum | 185059437.4 |
| Variance | 1.063937305e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 790184.73 | 1 | 0.5% | |
| 798587.68 | 1 | 0.5% | |
| 566822.1433 | 1 | 0.5% | |
| 570355.48 | 1 | 0.5% | |
| 661322.8533 | 1 | 0.5% | |
| 857932.3433 | 1 | 0.5% | |
| 754154.2267 | 1 | 0.5% | |
| 869442.9033 | 1 | 0.5% | |
| 805718.3733 | 1 | 0.5% | |
| 881721.02 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 516180.8367 | 1 | 0.5% | |
| 556180.2367 | 1 | 0.5% | |
| 558110.5667 | 1 | 0.5% | |
| 558905.25 | 1 | 0.5% | |
| 561120.3133 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1662615.287 | 1 | 0.5% | |
| 1661601.227 | 1 | 0.5% | |
| 1653143.02 | 1 | 0.5% | |
| 1644657.06 | 1 | 0.5% | |
| 1639776.383 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 869379.1007 |
|---|---|
| Minimum | 519207.0667 |
| Maximum | 1673120.187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 519207.0667 |
|---|---|
| 5-th percentile | 572882.338 |
| Q1 | 668095.955 |
| median | 782415.3817 |
| Q3 | 882408.2267 |
| 95-th percentile | 1624367.732 |
| Maximum | 1673120.187 |
| Range | 1153913.12 |
| Interquartile range (IQR) | 214312.2717 |
Descriptive statistics
| Standard deviation | 328651.2915 |
|---|---|
| Coefficient of variation (CV) | 0.3780298965 |
| Kurtosis | 1.027784752 |
| Mean | 869379.1007 |
| Median Absolute Deviation (MAD) | 112891.9567 |
| Skewness | 1.521213273 |
| Sum | 186047127.6 |
| Variance | 1.080116714e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 790658.7967 | 1 | 0.5% | |
| 574684.45 | 1 | 0.5% | |
| 790757.01 | 1 | 0.5% | |
| 845810.22 | 1 | 0.5% | |
| 575594.6867 | 1 | 0.5% | |
| 784439.2033 | 1 | 0.5% | |
| 1644442.843 | 1 | 0.5% | |
| 775293.4533 | 1 | 0.5% | |
| 1646177.1 | 1 | 0.5% | |
| 1664085.407 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 519207.0667 | 1 | 0.5% | |
| 559210.6 | 1 | 0.5% | |
| 560434.7467 | 1 | 0.5% | |
| 561618.8767 | 1 | 0.5% | |
| 563573.3967 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1673120.187 | 1 | 0.5% | |
| 1672256.253 | 1 | 0.5% | |
| 1664085.407 | 1 | 0.5% | |
| 1655275.307 | 1 | 0.5% | |
| 1649990.14 | 1 | 0.5% |
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3882011.738 |
|---|---|
| Minimum | 2508410.313 |
| Maximum | 5132229.053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2508410.313 |
|---|---|
| 5-th percentile | 2582875.67 |
| Q1 | 3266036.247 |
| median | 3929775.882 |
| Q3 | 4724729.822 |
| 95-th percentile | 4953055.646 |
| Maximum | 5132229.053 |
| Range | 2623818.74 |
| Interquartile range (IQR) | 1458693.574 |
Descriptive statistics
| Standard deviation | 815912.403 |
|---|---|
| Coefficient of variation (CV) | 0.2101777269 |
| Kurtosis | -1.300037826 |
| Mean | 3882011.738 |
| Median Absolute Deviation (MAD) | 754603.2517 |
| Skewness | -0.1754756444 |
| Sum | 830750511.9 |
| Variance | 6.657130493e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4073869.92 | 1 | 0.5% | |
| 3406011.573 | 1 | 0.5% | |
| 4658929.6 | 1 | 0.5% | |
| 4957643.263 | 1 | 0.5% | |
| 4935399.353 | 1 | 0.5% | |
| 2581540.967 | 1 | 0.5% | |
| 4567518.64 | 1 | 0.5% | |
| 3203791 | 1 | 0.5% | |
| 4052945.123 | 1 | 0.5% | |
| 3416830.507 | 1 | 0.5% | |
| Other values (204) | 204 | 95.3% |
| Value | Count | Frequency (%) | |
| 2508410.313 | 1 | 0.5% | |
| 2512211.203 | 1 | 0.5% | |
| 2545434.713 | 1 | 0.5% | |
| 2553340.727 | 1 | 0.5% | |
| 2562316.553 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 5132229.053 | 1 | 0.5% | |
| 5054630.713 | 1 | 0.5% | |
| 5041569.877 | 1 | 0.5% | |
| 5019567 | 1 | 0.5% | |
| 5008525.32 | 1 | 0.5% |
| Distinct | 207 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.6611215 |
|---|---|
| Minimum | 69.32 |
| Maximum | 114.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 69.32 |
|---|---|
| 5-th percentile | 75.7995 |
| Q1 | 81.0975 |
| median | 90.2 |
| Q3 | 103.3825 |
| 95-th percentile | 108.727 |
| Maximum | 114.3 |
| Range | 44.98 |
| Interquartile range (IQR) | 22.285 |
Descriptive statistics
| Standard deviation | 11.49147901 |
|---|---|
| Coefficient of variation (CV) | 0.1253691731 |
| Kurtosis | -1.239122913 |
| Mean | 91.6611215 |
| Median Absolute Deviation (MAD) | 10.655 |
| Skewness | 0.1688081334 |
| Sum | 19615.48 |
| Variance | 132.0540898 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 106.33 | 3 | 1.4% | |
| 90.14 | 2 | 0.9% | |
| 79.63 | 2 | 0.9% | |
| 108.17 | 2 | 0.9% | |
| 90.4 | 2 | 0.9% | |
| 78.68 | 2 | 0.9% | |
| 78.45 | 1 | 0.5% | |
| 102.11 | 1 | 0.5% | |
| 73.16 | 1 | 0.5% | |
| 92.05 | 1 | 0.5% | |
| Other values (197) | 197 | 92.1% |
| Value | Count | Frequency (%) | |
| 69.32 | 1 | 0.5% | |
| 70.25 | 1 | 0.5% | |
| 70.6 | 1 | 0.5% | |
| 72.71 | 1 | 0.5% | |
| 73.16 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 114.3 | 1 | 0.5% | |
| 112.83 | 1 | 0.5% | |
| 112.26 | 1 | 0.5% | |
| 111.07 | 1 | 0.5% | |
| 110.94 | 1 | 0.5% |
Estado
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ERROR | |
|---|---|
| WARNING | |
| OK |
| Value | Count | Frequency (%) | |
| ERROR | 111 | 51.9% | |
| WARNING | 59 | 27.6% | |
| OK | 44 | 20.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.934579439 |
| Min length | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| date | numDC_SDP | numDC_AIR | numDC_CCN | numDC_OCC | numCDR_CONFB | numCDR_CONFNB | numCDR_CALLB | numCDR_CALLNB | numCDR_DATOSB | TPS_Voice | TPS_SMS | TPS_CCNGY_SSU | TPS_OCCGY_SSU | TPS_OCCGY_CR | TPS_CCNGY_CR | percentKPDR | Estado | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-04-01 | 14161 | 4243 | 52532 | 7360 | 4040917 | 63984419 | 28433854 | 6811561 | 194660821 | 239041.400000 | 29518.420000 | 3.575887e+06 | 683569.826667 | 686378.656667 | 3.725133e+06 | 79.34 | OK |
| 1 | 2020-04-02 | 10574 | 4140 | 52721 | 7341 | 3305776 | 63328979 | 28508879 | 6689355 | 195071691 | 238645.593333 | 31343.580000 | 3.572376e+06 | 674990.130000 | 677777.256667 | 3.718957e+06 | 79.30 | OK |
| 2 | 2020-04-03 | 10569 | 4237 | 53089 | 7380 | 3341620 | 66113477 | 28965949 | 6761676 | 195942549 | 241237.903333 | 31371.573333 | 3.587192e+06 | 679681.506667 | 682648.070000 | 3.729649e+06 | 80.18 | WARNING |
| 3 | 2020-04-04 | 10606 | 4257 | 51546 | 7306 | 3191179 | 73612433 | 28296646 | 6473602 | 190947487 | 227801.903333 | 31313.696667 | 3.512402e+06 | 674399.726667 | 677520.716667 | 3.646235e+06 | 79.47 | OK |
| 4 | 2020-04-05 | 10597 | 3745 | 50134 | 7105 | 2616808 | 72131779 | 25402048 | 5863993 | 183873713 | 199701.533333 | 30047.836667 | 3.437706e+06 | 666307.100000 | 669164.120000 | 3.577429e+06 | 76.46 | OK |
| 5 | 2020-04-06 | 12177 | 4477 | 50000 | 7062 | 3327026 | 76450741 | 30569797 | 6927210 | 184840742 | 237030.923333 | 37293.540000 | 3.427868e+06 | 660622.006667 | 663632.843333 | 3.569179e+06 | 78.48 | OK |
| 6 | 2020-04-07 | 10852 | 4645 | 51524 | 7297 | 4008765 | 84154650 | 34156539 | 7292293 | 191536659 | 250539.613333 | 50710.433333 | 3.498902e+06 | 665854.046667 | 669410.136667 | 3.633378e+06 | 82.74 | WARNING |
| 7 | 2020-04-08 | 6138 | 4475 | 55315 | 7289 | 3578168 | 20624894 | 34960188 | 7332139 | 200813987 | 251921.096667 | 55243.930000 | 3.701817e+06 | 669876.396667 | 670953.570000 | 3.889830e+06 | 75.78 | OK |
| 8 | 2020-04-09 | 6094 | 3681 | 58206 | 7401 | 2655454 | 14018960 | 28476626 | 5939734 | 205210449 | 199055.180000 | 45305.646667 | 3.861530e+06 | 690223.816667 | 690962.296667 | 4.059379e+06 | 75.15 | OK |
| 9 | 2020-04-10 | 10556 | 3271 | 57420 | 7664 | 2184513 | 59249214 | 24697423 | 5468930 | 204189458 | 172964.053333 | 39641.330000 | 3.807117e+06 | 728110.320000 | 730760.736667 | 3.976372e+06 | 80.49 | WARNING |
Last rows
| date | numDC_SDP | numDC_AIR | numDC_CCN | numDC_OCC | numCDR_CONFB | numCDR_CONFNB | numCDR_CALLB | numCDR_CALLNB | numCDR_DATOSB | TPS_Voice | TPS_SMS | TPS_CCNGY_SSU | TPS_OCCGY_SSU | TPS_OCCGY_CR | TPS_CCNGY_CR | percentKPDR | Estado | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 204 | 2020-10-22 | 10875 | 4674 | 34780 | 19840 | 3803578 | 71903983 | 38611203 | 7483252 | 183926320 | 298300.216667 | 25244.936667 | 2.446786e+06 | 1.613813e+06 | 1.623819e+06 | 2.586208e+06 | 90.40 | ERROR |
| 205 | 2020-10-23 | 10878 | 4768 | 35244 | 19958 | 3901570 | 72680714 | 39672345 | 7781116 | 185419220 | 307155.313333 | 26321.270000 | 2.481725e+06 | 1.639776e+06 | 1.649990e+06 | 2.623532e+06 | 91.13 | ERROR |
| 206 | 2020-10-24 | 10898 | 4995 | 35202 | 19935 | 4239744 | 73160729 | 39971672 | 7708153 | 186184363 | 314145.423333 | 26449.393333 | 2.492716e+06 | 1.636901e+06 | 1.647467e+06 | 2.624942e+06 | 90.99 | ERROR |
| 207 | 2020-10-25 | 10899 | 4194 | 33602 | 19335 | 3394910 | 68313714 | 33117178 | 6912942 | 176728096 | 275347.723333 | 23786.616667 | 2.412714e+06 | 1.591083e+06 | 1.600180e+06 | 2.545435e+06 | 86.04 | WARNING |
| 208 | 2020-10-26 | 12527 | 5357 | 34897 | 19702 | 4540208 | 74287280 | 39448148 | 7861047 | 184372235 | 314217.576667 | 27026.346667 | 2.458325e+06 | 1.606183e+06 | 1.616931e+06 | 2.585371e+06 | 91.08 | ERROR |
| 209 | 2020-10-27 | 11159 | 4822 | 34887 | 19525 | 4925028 | 78817309 | 38755849 | 7705452 | 184821365 | 301677.713333 | 26820.530000 | 2.454138e+06 | 1.581382e+06 | 1.591777e+06 | 2.581541e+06 | 91.29 | ERROR |
| 210 | 2020-10-28 | 10954 | 4755 | 34803 | 19629 | 3964631 | 71964617 | 38634326 | 7500800 | 183658645 | 299805.736667 | 27102.753333 | 2.445385e+06 | 1.589553e+06 | 1.599452e+06 | 2.570121e+06 | 90.14 | ERROR |
| 211 | 2020-10-29 | 10964 | 4808 | 34715 | 19582 | 3995613 | 73594474 | 39122536 | 7201482 | 183164716 | 303930.376667 | 26924.496667 | 2.449835e+06 | 1.591896e+06 | 1.602344e+06 | 2.571330e+06 | 90.18 | ERROR |
| 212 | 2020-10-30 | 10908 | 4826 | 34298 | 19574 | 3953046 | 72855536 | 40399401 | 8371354 | 182589886 | 317773.913333 | 26523.060000 | 2.439676e+06 | 1.593849e+06 | 1.608167e+06 | 2.564460e+06 | 90.22 | ERROR |
| 213 | 2020-10-31 | 10970 | 5463 | 34981 | 20219 | 4693443 | 72542360 | 40898718 | 7748952 | 188909545 | 324903.653333 | 25778.626667 | 2.477592e+06 | 1.644657e+06 | 1.655275e+06 | 2.597136e+06 | 91.83 | ERROR |